Unleash AI coding assistants create, wrap, and clean up feature flags automatically, following your governance policies
Autonomous Feature Management
FeatureOps for the AI era. Unleash automates the full release lifecycle, from flag creation and progressive rollout to real-time safeguards and cleanup, so your teams ship at AI speed without sacrificing control.
Key Benefits
Control what turns on for users, when, and how to roll back instantly when something goes wrong.
How it works
Autonomous Feature Management brings together
the core capabilities of FeatureOps
Every code change gets the right controls, automatically. When a developer or AI coding assistant writes a code change, Unleash evaluates the risk and decides whether a feature flag is needed. If it is, Unleash creates the flag with correct naming, type, and metadata, then wraps the code in framework-specific runtime controls, all following your governance policies automatically. Through the Unleash MCP server, AI tools like GitHub Copilot, and Claude Code or any other assistant integrate directly into this workflow. There is no context-switching, no manual flag setup, and no risk of inconsistent naming or duplicated toggles across teams and repositories.
What Shipping Looks Like with Unleash
Everything you need to ship faster
A developer or AI assistant writes a code change. Unleash evaluates the risk, creates the right feature flag, and wraps the change in runtime controls, all following your governance policies automatically. The feature rolls out gradually through defined milestones, guided by real production signals like error rates, latency, and user adoption.
If metrics stay healthy, the rollout progresses on its own. If something spikes, it pauses instantly. After full rollout, stale flags are cleaned up automatically.
No manual toggling. No dashboard babysitting. No late-night rollbacks. The entire release lifecycle operates within guardrails you define, whether the code was written by a developer, an AI assistant, or both.
"The Unleash platform serves as the foundation for Lloyds’ AI strategy, enabling safe experimentation of AI-driven features in controlled environments and managing AI model rollouts before production deployment at scale."
Daniel Woollery
Head of Digital Services, Lloyds Banking Group
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“The enterprise space is not simple. We’re a 150-year-old company with everything from COBOL to LLMs. Our customers rely on us for their insurance, retirement, and financial needs. Reliability is essential. We needed a vendor that truly understood the enterprise space—and Unleash was definitely the right choice.”
Joseph Garcia
Lead DevOps Engineer, Prudential
